Overview
Brought to you by YData
Dataset statistics
| Number of variables | 20 |
|---|---|
| Number of observations | 113998 |
| Missing cells | 16 |
| Missing cells (%) | < 0.1% |
| Duplicate rows | 444 |
| Duplicate rows (%) | 0.4% |
| Total size in memory | 17.5 MiB |
| Average record size in memory | 161.0 B |
Variable types
| Text | 5 |
|---|---|
| Numeric | 12 |
| Boolean | 1 |
| Categorical | 2 |
| Dataset has 444 (0.4%) duplicate rows | Duplicates |
acousticness is highly overall correlated with energy and 1 other fields | High correlation |
energy is highly overall correlated with acousticness and 1 other fields | High correlation |
loudness is highly overall correlated with acousticness and 1 other fields | High correlation |
explicit is highly imbalanced (57.9%) | Imbalance |
time_signature is highly imbalanced (73.9%) | Imbalance |
popularity has 16020 (14.1%) zeros | Zeros |
key has 13060 (11.5%) zeros | Zeros |
instrumentalness has 38761 (34.0%) zeros | Zeros |
Reproduction
| Analysis started | 2025-04-29 13:26:08.654354 |
|---|---|
| Analysis finished | 2025-04-29 13:27:00.722229 |
| Duration | 52.07 seconds |
| Software version | ydata-profiling vv4.16.1 |
| Download configuration | config.json |
Variables
track_url
Text
| Distinct | 89739 |
|---|---|
| Distinct (%) | 78.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.7 MiB |
Length
| Max length | 22 |
|---|---|
| Median length | 22 |
| Mean length | 22 |
| Min length | 22 |
Unique
| Unique | 73098 ? |
|---|---|
| Unique (%) | 64.1% |
Sample
| 1st row | 5SuOikwiRyPMVoIQDJUgSV |
|---|---|
| 2nd row | 4qPNDBW1i3p13qLCt0Ki3A |
| 3rd row | 1iJBSr7s7jYXzM8EGcbK5b |
| 4th row | 6lfxq3CG4xtTiEg7opyCyx |
| 5th row | 5vjLSffimiIP26QG5WcN2K |
| Value | Count | Frequency (%) |
| 6s3jldagk3uu3ntzbpnuhs | 9 | < 0.1% |
| 2ey6v4sekh3z0rusisrosd | 8 | < 0.1% |
| 2kkvb3rnrzwjfdghaua0tz | 8 | < 0.1% |
| 08kta3sl9sv6iy8klktgql | 7 | < 0.1% |
| 6bzwr3epseolvwlblk58il | 7 | < 0.1% |
| 5sqkarfxe7uejhtlcthcls | 7 | < 0.1% |
| 1gqpa08t7ebavpqj9o9l2q | 7 | < 0.1% |
| 0e5lcanke0uyjuucoq1uh2 | 7 | < 0.1% |
| 2aaclnypaakdamlw74jxxb | 7 | < 0.1% |
| 4aqs25f3ywj9tgnnkoqilc | 7 | < 0.1% |
| Other values (89729) | 113924 |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 53777 | 2.1% |
| 5 | 53497 | 2.1% |
| 2 | 53334 | 2.1% |
| 6 | 53272 | 2.1% |
| 0 | 53232 | 2.1% |
| 1 | 53162 | 2.1% |
| 4 | 53148 | 2.1% |
| 7 | 50535 | 2.0% |
| K | 39217 | 1.6% |
| D | 39104 | 1.6% |
| Other values (52) | 2005678 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2507956 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 3 | 53777 | 2.1% |
| 5 | 53497 | 2.1% |
| 2 | 53334 | 2.1% |
| 6 | 53272 | 2.1% |
| 0 | 53232 | 2.1% |
| 1 | 53162 | 2.1% |
| 4 | 53148 | 2.1% |
| 7 | 50535 | 2.0% |
| K | 39217 | 1.6% |
| D | 39104 | 1.6% |
| Other values (52) | 2005678 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2507956 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 3 | 53777 | 2.1% |
| 5 | 53497 | 2.1% |
| 2 | 53334 | 2.1% |
| 6 | 53272 | 2.1% |
| 0 | 53232 | 2.1% |
| 1 | 53162 | 2.1% |
| 4 | 53148 | 2.1% |
| 7 | 50535 | 2.0% |
| K | 39217 | 1.6% |
| D | 39104 | 1.6% |
| Other values (52) | 2005678 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2507956 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 3 | 53777 | 2.1% |
| 5 | 53497 | 2.1% |
| 2 | 53334 | 2.1% |
| 6 | 53272 | 2.1% |
| 0 | 53232 | 2.1% |
| 1 | 53162 | 2.1% |
| 4 | 53148 | 2.1% |
| 7 | 50535 | 2.0% |
| K | 39217 | 1.6% |
| D | 39104 | 1.6% |
| Other values (52) | 2005678 |
artists
Text
| Distinct | 31437 |
|---|---|
| Distinct (%) | 27.6% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 1.7 MiB |
Length
| Max length | 513 |
|---|---|
| Median length | 322 |
| Mean length | 16.319219 |
| Min length | 2 |
Unique
| Unique | 16768 ? |
|---|---|
| Unique (%) | 14.7% |
Sample
| 1st row | Gen Hoshino |
|---|---|
| 2nd row | Ben Woodward |
| 3rd row | Ingrid Michaelson;ZAYN |
| 4th row | Kina Grannis |
| 5th row | Chord Overstreet |
| Value | Count | Frequency (%) |
| the | 6831 | 2.6% |
| 3126 | 1.2% | |
| de | 1133 | 0.4% |
| los | 1066 | 0.4% |
| of | 1034 | 0.4% |
| dj | 738 | 0.3% |
| george | 593 | 0.2% |
| jones | 524 | 0.2% |
| la | 518 | 0.2% |
| for | 457 | 0.2% |
| Other values (42276) | 241838 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 164224 | 8.8% |
| e | 148727 | 8.0% |
| 143869 | 7.7% | |
| i | 112148 | 6.0% |
| n | 106547 | 5.7% |
| o | 103829 | 5.6% |
| r | 100224 | 5.4% |
| l | 75685 | 4.1% |
| s | 69312 | 3.7% |
| t | 63611 | 3.4% |
| Other values (702) | 772166 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1860342 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 164224 | 8.8% |
| e | 148727 | 8.0% |
| 143869 | 7.7% | |
| i | 112148 | 6.0% |
| n | 106547 | 5.7% |
| o | 103829 | 5.6% |
| r | 100224 | 5.4% |
| l | 75685 | 4.1% |
| s | 69312 | 3.7% |
| t | 63611 | 3.4% |
| Other values (702) | 772166 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1860342 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 164224 | 8.8% |
| e | 148727 | 8.0% |
| 143869 | 7.7% | |
| i | 112148 | 6.0% |
| n | 106547 | 5.7% |
| o | 103829 | 5.6% |
| r | 100224 | 5.4% |
| l | 75685 | 4.1% |
| s | 69312 | 3.7% |
| t | 63611 | 3.4% |
| Other values (702) | 772166 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1860342 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 164224 | 8.8% |
| e | 148727 | 8.0% |
| 143869 | 7.7% | |
| i | 112148 | 6.0% |
| n | 106547 | 5.7% |
| o | 103829 | 5.6% |
| r | 100224 | 5.4% |
| l | 75685 | 4.1% |
| s | 69312 | 3.7% |
| t | 63611 | 3.4% |
| Other values (702) | 772166 |
album_name
Text
| Distinct | 46589 |
|---|---|
| Distinct (%) | 40.9% |
| Missing | 2 |
| Missing (%) | < 0.1% |
| Memory size | 1.7 MiB |
Length
| Max length | 243 |
|---|---|
| Median length | 145 |
| Mean length | 20.116557 |
| Min length | 1 |
Unique
| Unique | 27956 ? |
|---|---|
| Unique (%) | 24.5% |
Sample
| 1st row | Comedy |
|---|---|
| 2nd row | To Begin Again |
| 3rd row | Crazy Rich Asians (Original Motion Picture Soundtrack) |
| 4th row | Hold On |
| 5th row | Days I Will Remember |
| Value | Count | Frequency (%) |
| the | 12029 | 3.1% |
| 9198 | 2.3% | |
| of | 5240 | 1.3% |
| 2022 | 3430 | 0.9% |
| vol | 3256 | 0.8% |
| christmas | 3214 | 0.8% |
| vivo | 3186 | 0.8% |
| a | 3174 | 0.8% |
| ao | 2929 | 0.7% |
| de | 2893 | 0.7% |
| Other values (35981) | 343223 |
Most occurring characters
| Value | Count | Frequency (%) |
| 277776 | 12.1% | |
| e | 184971 | 8.1% |
| a | 142801 | 6.2% |
| o | 138419 | 6.0% |
| i | 127744 | 5.6% |
| n | 106155 | 4.6% |
| r | 105848 | 4.6% |
| s | 96725 | 4.2% |
| t | 96375 | 4.2% |
| l | 79065 | 3.4% |
| Other values (2074) | 937328 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2293207 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 277776 | 12.1% | |
| e | 184971 | 8.1% |
| a | 142801 | 6.2% |
| o | 138419 | 6.0% |
| i | 127744 | 5.6% |
| n | 106155 | 4.6% |
| r | 105848 | 4.6% |
| s | 96725 | 4.2% |
| t | 96375 | 4.2% |
| l | 79065 | 3.4% |
| Other values (2074) | 937328 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2293207 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 277776 | 12.1% | |
| e | 184971 | 8.1% |
| a | 142801 | 6.2% |
| o | 138419 | 6.0% |
| i | 127744 | 5.6% |
| n | 106155 | 4.6% |
| r | 105848 | 4.6% |
| s | 96725 | 4.2% |
| t | 96375 | 4.2% |
| l | 79065 | 3.4% |
| Other values (2074) | 937328 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2293207 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 277776 | 12.1% | |
| e | 184971 | 8.1% |
| a | 142801 | 6.2% |
| o | 138419 | 6.0% |
| i | 127744 | 5.6% |
| n | 106155 | 4.6% |
| r | 105848 | 4.6% |
| s | 96725 | 4.2% |
| t | 96375 | 4.2% |
| l | 79065 | 3.4% |
| Other values (2074) | 937328 |
track_name
Text
| Distinct | 73608 |
|---|---|
| Distinct (%) | 64.6% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 1.7 MiB |
Length
| Max length | 511 |
|---|---|
| Median length | 146 |
| Mean length | 17.994868 |
| Min length | 1 |
Unique
| Unique | 55711 ? |
|---|---|
| Unique (%) | 48.9% |
Sample
| 1st row | Comedy |
|---|---|
| 2nd row | Ghost - Acoustic |
| 3rd row | To Begin Again |
| 4th row | Can't Help Falling In Love |
| 5th row | Hold On |
| Value | Count | Frequency (%) |
| 19654 | 5.1% | |
| the | 9471 | 2.5% |
| you | 4292 | 1.1% |
| me | 3716 | 1.0% |
| a | 3696 | 1.0% |
| of | 3605 | 0.9% |
| i | 3409 | 0.9% |
| in | 3180 | 0.8% |
| vivo | 3158 | 0.8% |
| remix | 2984 | 0.8% |
| Other values (50550) | 328612 |
Most occurring characters
| Value | Count | Frequency (%) |
| 271780 | 13.2% | |
| e | 174853 | 8.5% |
| a | 136250 | 6.6% |
| o | 122442 | 6.0% |
| i | 109433 | 5.3% |
| n | 94021 | 4.6% |
| r | 92078 | 4.5% |
| t | 81894 | 4.0% |
| s | 67733 | 3.3% |
| l | 63149 | 3.1% |
| Other values (2407) | 837728 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2051361 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 271780 | 13.2% | |
| e | 174853 | 8.5% |
| a | 136250 | 6.6% |
| o | 122442 | 6.0% |
| i | 109433 | 5.3% |
| n | 94021 | 4.6% |
| r | 92078 | 4.5% |
| t | 81894 | 4.0% |
| s | 67733 | 3.3% |
| l | 63149 | 3.1% |
| Other values (2407) | 837728 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2051361 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 271780 | 13.2% | |
| e | 174853 | 8.5% |
| a | 136250 | 6.6% |
| o | 122442 | 6.0% |
| i | 109433 | 5.3% |
| n | 94021 | 4.6% |
| r | 92078 | 4.5% |
| t | 81894 | 4.0% |
| s | 67733 | 3.3% |
| l | 63149 | 3.1% |
| Other values (2407) | 837728 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2051361 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 271780 | 13.2% | |
| e | 174853 | 8.5% |
| a | 136250 | 6.6% |
| o | 122442 | 6.0% |
| i | 109433 | 5.3% |
| n | 94021 | 4.6% |
| r | 92078 | 4.5% |
| t | 81894 | 4.0% |
| s | 67733 | 3.3% |
| l | 63149 | 3.1% |
| Other values (2407) | 837728 |
popularity
Real number (ℝ)
Zeros 
| Distinct | 101 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 33.237934 |
| Minimum | 0 |
|---|---|
| Maximum | 100 |
| Zeros | 16020 |
| Zeros (%) | 14.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 17 |
| median | 35 |
| Q3 | 50 |
| 95-th percentile | 69 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 33 |
Descriptive statistics
| Standard deviation | 22.304812 |
|---|---|
| Coefficient of variation (CV) | 0.67106495 |
| Kurtosis | -0.92771287 |
| Mean | 33.237934 |
| Median Absolute Deviation (MAD) | 16 |
| Skewness | 0.046422211 |
| Sum | 3789058 |
| Variance | 497.50466 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 16020 | 14.1% |
| 22 | 2354 | 2.1% |
| 21 | 2344 | 2.1% |
| 44 | 2288 | 2.0% |
| 1 | 2140 | 1.9% |
| 23 | 2117 | 1.9% |
| 20 | 2110 | 1.9% |
| 43 | 2073 | 1.8% |
| 45 | 2004 | 1.8% |
| 41 | 1996 | 1.8% |
| Other values (91) | 78552 |
| Value | Count | Frequency (%) |
| 0 | 16020 | |
| 1 | 2140 | 1.9% |
| 2 | 1036 | 0.9% |
| 3 | 585 | 0.5% |
| 4 | 389 | 0.3% |
| 5 | 599 | 0.5% |
| 6 | 426 | 0.4% |
| 7 | 465 | 0.4% |
| 8 | 544 | 0.5% |
| 9 | 525 | 0.5% |
| Value | Count | Frequency (%) |
| 100 | 2 | < 0.1% |
| 99 | 1 | < 0.1% |
| 98 | 7 | |
| 97 | 8 | |
| 96 | 7 | |
| 95 | 5 | |
| 94 | 7 | |
| 93 | 12 | |
| 92 | 9 | |
| 91 | 10 |
duration_ms
Real number (ℝ)
| Distinct | 50697 |
|---|---|
| Distinct (%) | 44.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 228029.21 |
| Minimum | 0 |
|---|---|
| Maximum | 5237295 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 116920 |
| Q1 | 174066 |
| median | 212906 |
| Q3 | 261506 |
| 95-th percentile | 387167.3 |
| Maximum | 5237295 |
| Range | 5237295 |
| Interquartile range (IQR) | 87440 |
Descriptive statistics
| Standard deviation | 107298.55 |
|---|---|
| Coefficient of variation (CV) | 0.4705474 |
| Kurtosis | 354.94748 |
| Mean | 228029.21 |
| Median Absolute Deviation (MAD) | 42760 |
| Skewness | 11.195114 |
| Sum | 2.5994874 × 1010 |
| Variance | 1.1512979 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 162897 | 146 | 0.1% |
| 180000 | 104 | 0.1% |
| 192000 | 91 | 0.1% |
| 240000 | 84 | 0.1% |
| 118840 | 76 | 0.1% |
| 172342 | 75 | 0.1% |
| 227520 | 71 | 0.1% |
| 131733 | 70 | 0.1% |
| 243057 | 66 | 0.1% |
| 175986 | 63 | 0.1% |
| Other values (50687) | 113152 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 8586 | 1 | |
| 13386 | 1 | |
| 15800 | 1 | |
| 17453 | 1 | |
| 17826 | 2 | |
| 21120 | 1 | |
| 21240 | 1 | |
| 22266 | 1 | |
| 23506 | 2 |
| Value | Count | Frequency (%) |
| 5237295 | 1 | |
| 4789026 | 2 | |
| 4730302 | 1 | |
| 4563897 | 1 | |
| 4447520 | 1 | |
| 4339826 | 1 | |
| 4334721 | 1 | |
| 4246206 | 1 | |
| 4120258 | 1 | |
| 3876276 | 2 |
explicit
Boolean
Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1001.9 KiB |
| False | |
|---|---|
| True | 9747 |
| Value | Count | Frequency (%) |
| False | 104251 | |
| True | 9747 | 8.6% |
danceability
Real number (ℝ)
| Distinct | 1174 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.56679126 |
| Minimum | 0 |
|---|---|
| Maximum | 0.985 |
| Zeros | 158 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.25 |
| Q1 | 0.456 |
| median | 0.58 |
| Q3 | 0.695 |
| 95-th percentile | 0.824 |
| Maximum | 0.985 |
| Range | 0.985 |
| Interquartile range (IQR) | 0.239 |
Descriptive statistics
| Standard deviation | 0.17354984 |
|---|---|
| Coefficient of variation (CV) | 0.3061971 |
| Kurtosis | -0.18406504 |
| Mean | 0.56679126 |
| Median Absolute Deviation (MAD) | 0.119 |
| Skewness | -0.39963007 |
| Sum | 64613.071 |
| Variance | 0.030119548 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.647 | 431 | 0.4% |
| 0.609 | 357 | 0.3% |
| 0.579 | 347 | 0.3% |
| 0.685 | 335 | 0.3% |
| 0.602 | 334 | 0.3% |
| 0.524 | 317 | 0.3% |
| 0.689 | 315 | 0.3% |
| 0.598 | 312 | 0.3% |
| 0.607 | 307 | 0.3% |
| 0.626 | 306 | 0.3% |
| Other values (1164) | 110637 |
| Value | Count | Frequency (%) |
| 0 | 158 | |
| 0.0513 | 1 | < 0.1% |
| 0.0532 | 1 | < 0.1% |
| 0.0545 | 1 | < 0.1% |
| 0.0548 | 1 | < 0.1% |
| 0.055 | 1 | < 0.1% |
| 0.0555 | 1 | < 0.1% |
| 0.0558 | 1 | < 0.1% |
| 0.0562 | 1 | < 0.1% |
| 0.0565 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 0.985 | 1 | < 0.1% |
| 0.984 | 1 | < 0.1% |
| 0.983 | 1 | < 0.1% |
| 0.982 | 1 | < 0.1% |
| 0.981 | 2 | |
| 0.98 | 2 | |
| 0.979 | 2 | |
| 0.978 | 3 | |
| 0.977 | 1 | < 0.1% |
| 0.976 | 4 |
energy
Real number (ℝ)
High correlation 
| Distinct | 2083 |
|---|---|
| Distinct (%) | 1.8% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.64139246 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.154 |
| Q1 | 0.472 |
| median | 0.685 |
| Q3 | 0.854 |
| 95-th percentile | 0.969 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.382 |
Descriptive statistics
| Standard deviation | 0.25152426 |
|---|---|
| Coefficient of variation (CV) | 0.39215344 |
| Kurtosis | -0.525605 |
| Mean | 0.64139246 |
| Median Absolute Deviation (MAD) | 0.186 |
| Skewness | -0.5970469 |
| Sum | 73116.816 |
| Variance | 0.063264453 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.876 | 318 | 0.3% |
| 0.937 | 269 | 0.2% |
| 0.931 | 261 | 0.2% |
| 0.886 | 258 | 0.2% |
| 0.801 | 258 | 0.2% |
| 0.858 | 254 | 0.2% |
| 0.961 | 254 | 0.2% |
| 0.948 | 254 | 0.2% |
| 0.92 | 240 | 0.2% |
| 0.981 | 238 | 0.2% |
| Other values (2073) | 111393 |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 1.95 × 10-5 | 1 | < 0.1% |
| 2.01 × 10-5 | 13 | < 0.1% |
| 2.02 × 10-5 | 4 | < 0.1% |
| 2.03 × 10-5 | 34 | |
| 2.82 × 10-5 | 1 | < 0.1% |
| 3.05 × 10-5 | 1 | < 0.1% |
| 3.61 × 10-5 | 1 | < 0.1% |
| 4.28 × 10-5 | 3 | < 0.1% |
| 5.9 × 10-5 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 28 | < 0.1% |
| 0.999 | 100 | |
| 0.998 | 149 | |
| 0.997 | 165 | |
| 0.996 | 159 | |
| 0.995 | 229 | |
| 0.994 | 173 | |
| 0.993 | 184 | |
| 0.992 | 161 | |
| 0.991 | 200 |
key
Real number (ℝ)
Zeros 
| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.309166 |
| Minimum | 0 |
|---|---|
| Maximum | 11 |
| Zeros | 13060 |
| Zeros (%) | 11.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 5 |
| Q3 | 8 |
| 95-th percentile | 11 |
| Maximum | 11 |
| Range | 11 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 3.5599656 |
|---|---|
| Coefficient of variation (CV) | 0.67053197 |
| Kurtosis | -1.2765552 |
| Mean | 5.309166 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -0.0085109577 |
| Sum | 605229 |
| Variance | 12.673355 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7 | 13245 | |
| 0 | 13060 | |
| 2 | 11644 | |
| 9 | 11313 | |
| 1 | 10772 | |
| 5 | 9368 | |
| 11 | 9282 | |
| 4 | 9008 | |
| 6 | 7921 | |
| 10 | 7455 | |
| Other values (2) | 10929 |
| Value | Count | Frequency (%) |
| 0 | 13060 | |
| 1 | 10772 | |
| 2 | 11644 | |
| 3 | 3569 | 3.1% |
| 4 | 9008 | |
| 5 | 9368 | |
| 6 | 7921 | |
| 7 | 13245 | |
| 8 | 7360 | |
| 9 | 11313 |
| Value | Count | Frequency (%) |
| 11 | 9282 | |
| 10 | 7455 | |
| 9 | 11313 | |
| 8 | 7360 | |
| 7 | 13245 | |
| 6 | 7921 | |
| 5 | 9368 | |
| 4 | 9008 | |
| 3 | 3569 | 3.1% |
| 2 | 11644 |
loudness
Real number (ℝ)
High correlation 
| Distinct | 19480 |
|---|---|
| Distinct (%) | 17.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -8.2588691 |
| Minimum | -49.531 |
|---|---|
| Maximum | 4.532 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 113907 |
| Negative (%) | 99.9% |
| Memory size | 1.7 MiB |
Quantile statistics
| Minimum | -49.531 |
|---|---|
| 5-th percentile | -18.0646 |
| Q1 | -10.013 |
| median | -7.004 |
| Q3 | -5.003 |
| 95-th percentile | -2.974 |
| Maximum | 4.532 |
| Range | 54.063 |
| Interquartile range (IQR) | 5.01 |
Descriptive statistics
| Standard deviation | 5.0293183 |
|---|---|
| Coefficient of variation (CV) | -0.60895969 |
| Kurtosis | 5.8966594 |
| Mean | -8.2588691 |
| Median Absolute Deviation (MAD) | 2.343 |
| Skewness | -2.0066056 |
| Sum | -941486.3 |
| Variance | 25.294043 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -5.662 | 176 | 0.2% |
| -4.457 | 90 | 0.1% |
| -9.336 | 86 | 0.1% |
| -7.57 | 77 | 0.1% |
| -4.034 | 75 | 0.1% |
| -8.871 | 74 | 0.1% |
| -3.725 | 72 | 0.1% |
| -4.324 | 70 | 0.1% |
| -12.472 | 64 | 0.1% |
| -5.08 | 64 | 0.1% |
| Other values (19470) | 113149 |
| Value | Count | Frequency (%) |
| -49.531 | 1 | < 0.1% |
| -49.307 | 1 | < 0.1% |
| -46.591 | 1 | < 0.1% |
| -46.251 | 1 | < 0.1% |
| -43.957 | 1 | < 0.1% |
| -43.943 | 1 | < 0.1% |
| -43.714 | 1 | < 0.1% |
| -43.504 | 1 | < 0.1% |
| -43.303 | 1 | < 0.1% |
| -43.046 | 3 |
| Value | Count | Frequency (%) |
| 4.532 | 1 | |
| 3.156 | 1 | |
| 2.574 | 1 | |
| 1.864 | 1 | |
| 1.821 | 1 | |
| 1.795 | 1 | |
| 1.7 | 1 | |
| 1.682 | 1 | |
| 1.673 | 1 | |
| 1.416 | 1 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 72679 | |
| 0.0 | 41318 | |
| (Missing) | 1 | < 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 72679 | |
| 0.0 | 41318 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 155315 | |
| . | 113997 | |
| 1 | 72679 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 341991 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 155315 | |
| . | 113997 | |
| 1 | 72679 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 341991 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 155315 | |
| . | 113997 | |
| 1 | 72679 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 341991 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 155315 | |
| . | 113997 | |
| 1 | 72679 |
speechiness
Real number (ℝ)
| Distinct | 1489 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.084653364 |
| Minimum | 0 |
|---|---|
| Maximum | 0.965 |
| Zeros | 157 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.0282 |
| Q1 | 0.0359 |
| median | 0.0489 |
| Q3 | 0.0845 |
| 95-th percentile | 0.268 |
| Maximum | 0.965 |
| Range | 0.965 |
| Interquartile range (IQR) | 0.0486 |
Descriptive statistics
| Standard deviation | 0.10573347 |
|---|---|
| Coefficient of variation (CV) | 1.2490167 |
| Kurtosis | 28.823665 |
| Mean | 0.084653364 |
| Median Absolute Deviation (MAD) | 0.0165 |
| Skewness | 4.6474599 |
| Sum | 9650.2295 |
| Variance | 0.011179566 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.0323 | 400 | 0.4% |
| 0.0324 | 376 | 0.3% |
| 0.0322 | 373 | 0.3% |
| 0.0328 | 363 | 0.3% |
| 0.0295 | 358 | 0.3% |
| 0.0321 | 352 | 0.3% |
| 0.033 | 347 | 0.3% |
| 0.0367 | 346 | 0.3% |
| 0.0326 | 340 | 0.3% |
| 0.0363 | 332 | 0.3% |
| Other values (1479) | 110410 |
| Value | Count | Frequency (%) |
| 0 | 157 | |
| 0.0221 | 3 | < 0.1% |
| 0.0222 | 1 | < 0.1% |
| 0.0223 | 3 | < 0.1% |
| 0.0225 | 2 | < 0.1% |
| 0.0226 | 2 | < 0.1% |
| 0.0227 | 3 | < 0.1% |
| 0.0228 | 5 | < 0.1% |
| 0.0229 | 1 | < 0.1% |
| 0.023 | 9 | < 0.1% |
| Value | Count | Frequency (%) |
| 0.965 | 1 | < 0.1% |
| 0.963 | 2 | < 0.1% |
| 0.962 | 6 | |
| 0.961 | 2 | < 0.1% |
| 0.96 | 3 | < 0.1% |
| 0.959 | 6 | |
| 0.958 | 6 | |
| 0.957 | 8 | |
| 0.956 | 7 | |
| 0.955 | 11 |
acousticness
Real number (ℝ)
High correlation 
| Distinct | 5061 |
|---|---|
| Distinct (%) | 4.4% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.31490198 |
| Minimum | 0 |
|---|---|
| Maximum | 0.996 |
| Zeros | 39 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.000145 |
| Q1 | 0.0169 |
| median | 0.169 |
| Q3 | 0.597 |
| 95-th percentile | 0.948 |
| Maximum | 0.996 |
| Range | 0.996 |
| Interquartile range (IQR) | 0.5801 |
Descriptive statistics
| Standard deviation | 0.33252117 |
|---|---|
| Coefficient of variation (CV) | 1.0559513 |
| Kurtosis | -0.94984313 |
| Mean | 0.31490198 |
| Median Absolute Deviation (MAD) | 0.1675 |
| Skewness | 0.7273458 |
| Sum | 35897.881 |
| Variance | 0.11057033 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.995 | 305 | 0.3% |
| 0.993 | 267 | 0.2% |
| 0.994 | 266 | 0.2% |
| 0.992 | 250 | 0.2% |
| 0.991 | 218 | 0.2% |
| 0.131 | 206 | 0.2% |
| 0.881 | 204 | 0.2% |
| 0.108 | 195 | 0.2% |
| 0.107 | 190 | 0.2% |
| 0.99 | 189 | 0.2% |
| Other values (5051) | 111707 |
| Value | Count | Frequency (%) |
| 0 | 39 | |
| 1 × 10-6 | 1 | < 0.1% |
| 1.01 × 10-6 | 4 | < 0.1% |
| 1.02 × 10-6 | 1 | < 0.1% |
| 1.03 × 10-6 | 2 | < 0.1% |
| 1.04 × 10-6 | 4 | < 0.1% |
| 1.06 × 10-6 | 5 | < 0.1% |
| 1.07 × 10-6 | 4 | < 0.1% |
| 1.08 × 10-6 | 2 | < 0.1% |
| 1.09 × 10-6 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0.996 | 103 | 0.1% |
| 0.995 | 305 | |
| 0.994 | 266 | |
| 0.993 | 267 | |
| 0.992 | 250 | |
| 0.991 | 218 | |
| 0.99 | 189 | |
| 0.989 | 177 | |
| 0.988 | 150 | |
| 0.987 | 158 |
instrumentalness
Real number (ℝ)
Zeros 
| Distinct | 5346 |
|---|---|
| Distinct (%) | 4.7% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1560537 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 38761 |
| Zeros (%) | 34.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 4.16 × 10-5 |
| Q3 | 0.049 |
| 95-th percentile | 0.904 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.049 |
Descriptive statistics
| Standard deviation | 0.30955789 |
|---|---|
| Coefficient of variation (CV) | 1.9836626 |
| Kurtosis | 1.2705981 |
| Mean | 0.1560537 |
| Median Absolute Deviation (MAD) | 4.16 × 10-5 |
| Skewness | 1.7343643 |
| Sum | 17789.653 |
| Variance | 0.095826085 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 38761 | |
| 3.59 × 10-5 | 166 | 0.1% |
| 0.905 | 122 | 0.1% |
| 0.895 | 122 | 0.1% |
| 0.934 | 121 | 0.1% |
| 0.922 | 118 | 0.1% |
| 0.000141 | 115 | 0.1% |
| 0.911 | 115 | 0.1% |
| 0.913 | 114 | 0.1% |
| 0.9 | 114 | 0.1% |
| Other values (5336) | 74129 |
| Value | Count | Frequency (%) |
| 0 | 38761 | |
| 1 × 10-6 | 32 | < 0.1% |
| 1.01 × 10-6 | 46 | < 0.1% |
| 1.02 × 10-6 | 36 | < 0.1% |
| 1.03 × 10-6 | 34 | < 0.1% |
| 1.04 × 10-6 | 50 | < 0.1% |
| 1.05 × 10-6 | 39 | < 0.1% |
| 1.06 × 10-6 | 49 | < 0.1% |
| 1.07 × 10-6 | 56 | < 0.1% |
| 1.08 × 10-6 | 47 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 13 | |
| 0.999 | 22 | |
| 0.998 | 6 | < 0.1% |
| 0.997 | 11 | |
| 0.996 | 4 | < 0.1% |
| 0.995 | 15 | |
| 0.994 | 4 | < 0.1% |
| 0.993 | 9 | |
| 0.992 | 11 | |
| 0.991 | 12 |
liveness
Real number (ℝ)
| Distinct | 1722 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.21355544 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 2 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.0606 |
| Q1 | 0.098 |
| median | 0.132 |
| Q3 | 0.273 |
| 95-th percentile | 0.681 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.175 |
Descriptive statistics
| Standard deviation | 0.19037947 |
|---|---|
| Coefficient of variation (CV) | 0.89147562 |
| Kurtosis | 4.3780692 |
| Mean | 0.21355544 |
| Median Absolute Deviation (MAD) | 0.051 |
| Skewness | 2.1056981 |
| Sum | 24344.68 |
| Variance | 0.036244344 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.108 | 1353 | 1.2% |
| 0.111 | 1318 | 1.2% |
| 0.109 | 1198 | 1.1% |
| 0.11 | 1179 | 1.0% |
| 0.105 | 1114 | 1.0% |
| 0.107 | 1101 | 1.0% |
| 0.103 | 1094 | 1.0% |
| 0.106 | 1064 | 0.9% |
| 0.112 | 1063 | 0.9% |
| 0.113 | 1008 | 0.9% |
| Other values (1712) | 102505 |
| Value | Count | Frequency (%) |
| 0 | 2 | |
| 0.00925 | 1 | |
| 0.00986 | 1 | |
| 0.0112 | 1 | |
| 0.0114 | 1 | |
| 0.0116 | 1 | |
| 0.0118 | 1 | |
| 0.0133 | 1 | |
| 0.0136 | 1 | |
| 0.0137 | 1 |
| Value | Count | Frequency (%) |
| 1 | 2 | < 0.1% |
| 0.997 | 1 | < 0.1% |
| 0.995 | 1 | < 0.1% |
| 0.994 | 3 | < 0.1% |
| 0.993 | 2 | < 0.1% |
| 0.992 | 9 | |
| 0.991 | 4 | < 0.1% |
| 0.99 | 11 | |
| 0.989 | 17 | |
| 0.988 | 17 |
valence
Real number (ℝ)
| Distinct | 1790 |
|---|---|
| Distinct (%) | 1.6% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.47406667 |
| Minimum | 0 |
|---|---|
| Maximum | 0.995 |
| Zeros | 176 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.0708 |
| Q1 | 0.26 |
| median | 0.464 |
| Q3 | 0.683 |
| 95-th percentile | 0.911 |
| Maximum | 0.995 |
| Range | 0.995 |
| Interquartile range (IQR) | 0.423 |
Descriptive statistics
| Standard deviation | 0.25926313 |
|---|---|
| Coefficient of variation (CV) | 0.54689171 |
| Kurtosis | -1.0274425 |
| Mean | 0.47406667 |
| Median Absolute Deviation (MAD) | 0.212 |
| Skewness | 0.11509317 |
| Sum | 54042.178 |
| Variance | 0.067217373 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.961 | 300 | 0.3% |
| 0.304 | 248 | 0.2% |
| 0.717 | 233 | 0.2% |
| 0.962 | 230 | 0.2% |
| 0.324 | 225 | 0.2% |
| 0.963 | 216 | 0.2% |
| 0.55 | 210 | 0.2% |
| 0.365 | 205 | 0.2% |
| 0.949 | 204 | 0.2% |
| 0.464 | 201 | 0.2% |
| Other values (1780) | 111725 |
| Value | Count | Frequency (%) |
| 0 | 176 | |
| 1 × 10-5 | 129 | |
| 0.000322 | 1 | < 0.1% |
| 0.000378 | 1 | < 0.1% |
| 0.000667 | 1 | < 0.1% |
| 0.000673 | 1 | < 0.1% |
| 0.000755 | 1 | < 0.1% |
| 0.000781 | 1 | < 0.1% |
| 0.00084 | 1 | < 0.1% |
| 0.000885 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0.995 | 1 | < 0.1% |
| 0.994 | 1 | < 0.1% |
| 0.993 | 3 | |
| 0.992 | 4 | |
| 0.991 | 3 | |
| 0.99 | 1 | < 0.1% |
| 0.989 | 1 | < 0.1% |
| 0.988 | 4 | |
| 0.987 | 2 | |
| 0.986 | 1 | < 0.1% |
tempo
Real number (ℝ)
| Distinct | 45653 |
|---|---|
| Distinct (%) | 40.0% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 122.14816 |
| Minimum | 0 |
|---|---|
| Maximum | 243.372 |
| Zeros | 157 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 77.3466 |
| Q1 | 99.219 |
| median | 122.017 |
| Q3 | 140.071 |
| 95-th percentile | 175.0676 |
| Maximum | 243.372 |
| Range | 243.372 |
| Interquartile range (IQR) | 40.852 |
Descriptive statistics
| Standard deviation | 29.978418 |
|---|---|
| Coefficient of variation (CV) | 0.24542669 |
| Kurtosis | -0.10860943 |
| Mean | 122.14816 |
| Median Absolute Deviation (MAD) | 21.703 |
| Skewness | 0.23227357 |
| Sum | 13924524 |
| Variance | 898.70554 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 157 | 0.1% |
| 151.925 | 146 | 0.1% |
| 95.004 | 95 | 0.1% |
| 130.594 | 76 | 0.1% |
| 87.925 | 76 | 0.1% |
| 125.004 | 70 | 0.1% |
| 92.988 | 70 | 0.1% |
| 76.783 | 69 | 0.1% |
| 77.321 | 67 | 0.1% |
| 90.04 | 63 | 0.1% |
| Other values (45643) | 113108 |
| Value | Count | Frequency (%) |
| 0 | 157 | |
| 30.2 | 1 | < 0.1% |
| 30.322 | 1 | < 0.1% |
| 31.834 | 1 | < 0.1% |
| 34.262 | 1 | < 0.1% |
| 34.821 | 1 | < 0.1% |
| 35.392 | 1 | < 0.1% |
| 35.79 | 1 | < 0.1% |
| 35.862 | 1 | < 0.1% |
| 35.928 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 243.372 | 1 | < 0.1% |
| 222.605 | 1 | < 0.1% |
| 220.525 | 1 | < 0.1% |
| 220.084 | 1 | < 0.1% |
| 220.081 | 3 | |
| 220.039 | 1 | < 0.1% |
| 219.971 | 1 | < 0.1% |
| 219.693 | 1 | < 0.1% |
| 219.571 | 1 | < 0.1% |
| 218.879 | 1 | < 0.1% |
time_signature
Categorical
Imbalance 
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 1.7 MiB |
| 4.0 | |
|---|---|
| 3.0 | 9195 |
| 5.0 | 1826 |
| 1.0 | 973 |
| 0.0 | 163 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 4.0 |
|---|---|
| 2nd row | 4.0 |
| 3rd row | 4.0 |
| 4th row | 3.0 |
| 5th row | 4.0 |
Common Values
| Value | Count | Frequency (%) |
| 4.0 | 101840 | |
| 3.0 | 9195 | 8.1% |
| 5.0 | 1826 | 1.6% |
| 1.0 | 973 | 0.9% |
| 0.0 | 163 | 0.1% |
| (Missing) | 1 | < 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 4.0 | 101840 | |
| 3.0 | 9195 | 8.1% |
| 5.0 | 1826 | 1.6% |
| 1.0 | 973 | 0.9% |
| 0.0 | 163 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 114160 | |
| . | 113997 | |
| 4 | 101840 | |
| 3 | 9195 | 2.7% |
| 5 | 1826 | 0.5% |
| 1 | 973 | 0.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 341991 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 114160 | |
| . | 113997 | |
| 4 | 101840 | |
| 3 | 9195 | 2.7% |
| 5 | 1826 | 0.5% |
| 1 | 973 | 0.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 341991 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 114160 | |
| . | 113997 | |
| 4 | 101840 | |
| 3 | 9195 | 2.7% |
| 5 | 1826 | 0.5% |
| 1 | 973 | 0.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 341991 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 114160 | |
| . | 113997 | |
| 4 | 101840 | |
| 3 | 9195 | 2.7% |
| 5 | 1826 | 0.5% |
| 1 | 973 | 0.3% |
track_genre
Text
| Distinct | 114 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 1.7 MiB |
Length
| Max length | 17 |
|---|---|
| Median length | 11 |
| Mean length | 7.070151 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | acoustic |
|---|---|
| 2nd row | acoustic |
| 3rd row | acoustic |
| 4th row | acoustic |
| 5th row | acoustic |
| Value | Count | Frequency (%) |
| afrobeat | 1000 | 0.9% |
| alternative | 1000 | 0.9% |
| alt-rock | 1000 | 0.9% |
| breakbeat | 1000 | 0.9% |
| british | 1000 | 0.9% |
| ambient | 1000 | 0.9% |
| anime | 1000 | 0.9% |
| black-metal | 1000 | 0.9% |
| bluegrass | 1000 | 0.9% |
| blues | 1000 | 0.9% |
| Other values (104) | 103997 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 73000 | 9.1% |
| a | 67997 | 8.4% |
| o | 66997 | 8.3% |
| r | 57000 | 7.1% |
| n | 50000 | 6.2% |
| i | 46997 | 5.8% |
| s | 43997 | 5.5% |
| t | 42997 | 5.3% |
| l | 39000 | 4.8% |
| p | 39000 | 4.8% |
| Other values (15) | 278991 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 805976 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 73000 | 9.1% |
| a | 67997 | 8.4% |
| o | 66997 | 8.3% |
| r | 57000 | 7.1% |
| n | 50000 | 6.2% |
| i | 46997 | 5.8% |
| s | 43997 | 5.5% |
| t | 42997 | 5.3% |
| l | 39000 | 4.8% |
| p | 39000 | 4.8% |
| Other values (15) | 278991 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 805976 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 73000 | 9.1% |
| a | 67997 | 8.4% |
| o | 66997 | 8.3% |
| r | 57000 | 7.1% |
| n | 50000 | 6.2% |
| i | 46997 | 5.8% |
| s | 43997 | 5.5% |
| t | 42997 | 5.3% |
| l | 39000 | 4.8% |
| p | 39000 | 4.8% |
| Other values (15) | 278991 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 805976 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 73000 | 9.1% |
| a | 67997 | 8.4% |
| o | 66997 | 8.3% |
| r | 57000 | 7.1% |
| n | 50000 | 6.2% |
| i | 46997 | 5.8% |
| s | 43997 | 5.5% |
| t | 42997 | 5.3% |
| l | 39000 | 4.8% |
| p | 39000 | 4.8% |
| Other values (15) | 278991 |
Interactions
Correlations
| acousticness | danceability | duration_ms | energy | explicit | instrumentalness | key | liveness | loudness | mode | popularity | speechiness | tempo | time_signature | valence | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| acousticness | 1.000 | -0.039 | -0.170 | -0.708 | 0.102 | -0.096 | -0.038 | -0.042 | -0.534 | 0.100 | 0.008 | -0.214 | -0.217 | 0.141 | -0.021 |
| danceability | -0.039 | 1.000 | -0.098 | 0.039 | 0.154 | -0.144 | 0.035 | -0.145 | 0.112 | 0.085 | 0.027 | 0.159 | -0.071 | 0.279 | 0.462 |
| duration_ms | -0.170 | -0.098 | 1.000 | 0.104 | 0.011 | 0.127 | 0.014 | -0.040 | 0.022 | 0.004 | 0.028 | -0.129 | 0.050 | 0.036 | -0.178 |
| energy | -0.708 | 0.039 | 0.104 | 1.000 | 0.116 | -0.035 | 0.045 | 0.177 | 0.750 | 0.087 | -0.023 | 0.355 | 0.241 | 0.161 | 0.208 |
| explicit | 0.102 | 0.154 | 0.011 | 0.116 | 1.000 | 0.104 | 0.040 | 0.042 | 0.108 | 0.037 | 0.089 | 0.306 | 0.040 | 0.060 | 0.069 |
| instrumentalness | -0.096 | -0.144 | 0.127 | -0.035 | 0.104 | 1.000 | 0.005 | -0.099 | -0.289 | 0.059 | -0.078 | -0.049 | -0.005 | 0.067 | -0.320 |
| key | -0.038 | 0.035 | 0.014 | 0.045 | 0.040 | 0.005 | 1.000 | -0.004 | 0.032 | 0.247 | -0.003 | 0.044 | 0.012 | 0.021 | 0.033 |
| liveness | -0.042 | -0.145 | -0.040 | 0.177 | 0.042 | -0.099 | -0.004 | 1.000 | 0.111 | 0.029 | -0.008 | 0.092 | 0.019 | 0.040 | 0.013 |
| loudness | -0.534 | 0.112 | 0.022 | 0.750 | 0.108 | -0.289 | 0.032 | 0.111 | 1.000 | 0.045 | 0.035 | 0.232 | 0.194 | 0.152 | 0.221 |
| mode | 0.100 | 0.085 | 0.004 | 0.087 | 0.037 | 0.059 | 0.247 | 0.029 | 0.045 | 1.000 | 0.037 | 0.067 | 0.026 | 0.028 | 0.033 |
| popularity | 0.008 | 0.027 | 0.028 | -0.023 | 0.089 | -0.078 | -0.003 | -0.008 | 0.035 | 0.037 | 1.000 | -0.068 | 0.017 | 0.046 | -0.042 |
| speechiness | -0.214 | 0.159 | -0.129 | 0.355 | 0.306 | -0.049 | 0.044 | 0.092 | 0.232 | 0.067 | -0.068 | 1.000 | 0.115 | 0.085 | 0.092 |
| tempo | -0.217 | -0.071 | 0.050 | 0.241 | 0.040 | -0.005 | 0.012 | 0.019 | 0.194 | 0.026 | 0.017 | 0.115 | 1.000 | 0.496 | 0.063 |
| time_signature | 0.141 | 0.279 | 0.036 | 0.161 | 0.060 | 0.067 | 0.021 | 0.040 | 0.152 | 0.028 | 0.046 | 0.085 | 0.496 | 1.000 | 0.111 |
| valence | -0.021 | 0.462 | -0.178 | 0.208 | 0.069 | -0.320 | 0.033 | 0.013 | 0.221 | 0.033 | -0.042 | 0.092 | 0.063 | 0.111 | 1.000 |
Missing values
Sample
| track_url | artists | album_name | track_name | popularity | duration_ms | explicit | danceability | energy | key | loudness | mode | speechiness | acousticness | instrumentalness | liveness | valence | tempo | time_signature | track_genre | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| track_id | ||||||||||||||||||||
| 0 | 5SuOikwiRyPMVoIQDJUgSV | Gen Hoshino | Comedy | Comedy | 73 | 230666 | False | 0.676 | 0.4610 | 1.0 | -6.746 | 0.0 | 0.1430 | 0.0322 | 0.000001 | 0.3580 | 0.7150 | 87.917 | 4.0 | acoustic |
| 1 | 4qPNDBW1i3p13qLCt0Ki3A | Ben Woodward | NaN | Ghost - Acoustic | 55 | 149610 | False | 0.420 | 0.1660 | 1.0 | -17.235 | 1.0 | 0.0763 | 0.9240 | 0.000006 | 0.1010 | 0.2670 | 77.489 | 4.0 | acoustic |
| 2 | 1iJBSr7s7jYXzM8EGcbK5b | Ingrid Michaelson;ZAYN | To Begin Again | To Begin Again | 57 | 210826 | False | 0.438 | 0.3590 | 0.0 | -9.734 | 1.0 | 0.0557 | 0.2100 | 0.000000 | 0.1170 | 0.1200 | 76.332 | 4.0 | acoustic |
| 3 | 6lfxq3CG4xtTiEg7opyCyx | Kina Grannis | Crazy Rich Asians (Original Motion Picture Soundtrack) | Can't Help Falling In Love | 71 | 201933 | False | 0.266 | 0.0596 | 0.0 | -18.515 | 1.0 | 0.0363 | 0.9050 | 0.000071 | 0.1320 | 0.1430 | 181.740 | 3.0 | acoustic |
| 4 | 5vjLSffimiIP26QG5WcN2K | Chord Overstreet | Hold On | Hold On | 82 | 198853 | False | 0.618 | 0.4430 | 2.0 | -9.681 | 1.0 | 0.0526 | 0.4690 | 0.000000 | 0.0829 | 0.1670 | 119.949 | 4.0 | acoustic |
| 5 | 01MVOl9KtVTNfFiBU9I7dc | Tyrone Wells | Days I Will Remember | Days I Will Remember | 58 | 214240 | False | 0.688 | 0.4810 | 6.0 | -8.807 | 1.0 | 0.1050 | 0.2890 | 0.000000 | 0.1890 | 0.6660 | 98.017 | 4.0 | acoustic |
| 6 | 6Vc5wAMmXdKIAM7WUoEb7N | A Great Big World;Christina Aguilera | Is There Anybody Out There? | Say Something | 74 | 229400 | False | 0.407 | 0.1470 | 2.0 | -8.822 | 1.0 | 0.0355 | 0.8570 | 0.000003 | 0.0913 | 0.0765 | 141.284 | 3.0 | acoustic |
| 7 | 1EzrEOXmMH3G43AXT1y7pA | Jason Mraz | We Sing. We Dance. We Steal Things. | I'm Yours | 80 | 242946 | False | 0.703 | 0.4440 | 11.0 | -9.331 | 1.0 | 0.0417 | 0.5590 | 0.000000 | 0.0973 | 0.7120 | 150.960 | 4.0 | acoustic |
| 8 | 0IktbUcnAGrvD03AWnz3Q8 | Jason Mraz;Colbie Caillat | We Sing. We Dance. We Steal Things. | Lucky | 74 | 189613 | False | 0.625 | 0.4140 | 0.0 | -8.700 | 1.0 | 0.0369 | 0.2940 | 0.000000 | 0.1510 | 0.6690 | 130.088 | 4.0 | acoustic |
| 9 | 7k9GuJYLp2AzqokyEdwEw2 | Ross Copperman | Hunger | Hunger | 56 | 205594 | False | 0.442 | 0.6320 | 1.0 | -6.770 | 1.0 | 0.0295 | 0.4260 | 0.004190 | 0.0735 | 0.1960 | 78.899 | 4.0 | acoustic |
| track_url | artists | album_name | track_name | popularity | duration_ms | explicit | danceability | energy | key | loudness | mode | speechiness | acousticness | instrumentalness | liveness | valence | tempo | time_signature | track_genre | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| track_id | ||||||||||||||||||||
| 113990 | 2A4dSiJmbviL56CBupkh6C | Lucas Cervetti | Frecuencias Álmicas en 432hz (Solo Piano) | Frecuencia Álmica XI - Solo Piano | 22 | 369049 | False | 0.579 | 0.245 | 4.0 | -16.357 | 1.0 | 0.0384 | 0.97000 | 0.924000 | 0.1010 | 0.3020 | 112.011 | 3.0 | world-music |
| 113991 | 0CE0Y6GM75cbrqao8EOAlW | Chris Tomlin | The Ultimate Playlist | At The Cross (Love Ran Red) | 32 | 250629 | False | 0.387 | 0.531 | 8.0 | -4.788 | 1.0 | 0.0290 | 0.00305 | 0.000000 | 0.2010 | 0.1530 | 146.003 | 4.0 | world-music |
| 113992 | 3FjOBB4EyIXHYUtSgrIdY9 | Jesus Culture | Revelation Songs | Your Love Never Fails | 38 | 312566 | False | 0.475 | 0.860 | 10.0 | -4.722 | 1.0 | 0.0421 | 0.00650 | 0.000002 | 0.2460 | 0.4270 | 113.949 | 4.0 | world-music |
| 113993 | 4OkMK49i3NApR1KsAIsTf6 | Chris Tomlin | See The Morning (Special Edition) | How Can I Keep From Singing | 39 | 256026 | False | 0.505 | 0.687 | 10.0 | -4.375 | 1.0 | 0.0287 | 0.08410 | 0.000000 | 0.1880 | 0.3820 | 104.083 | 3.0 | world-music |
| 113994 | 4WbOUe6T0sozC7z5ZJgiAA | Lucas Cervetti | Frecuencias Álmicas en 432hz | Frecuencia Álmica, Pt. 4 | 22 | 305454 | False | 0.331 | 0.171 | 1.0 | -15.668 | 1.0 | 0.0350 | 0.92000 | 0.022900 | 0.0679 | 0.3270 | 132.147 | 3.0 | world-music |
| 113995 | 2C3TZjDRiAzdyViavDJ217 | Rainy Lullaby | #mindfulness - Soft Rain for Mindful Meditation, Stress Relief Relaxation Music | Sleep My Little Boy | 21 | 384999 | False | 0.172 | 0.235 | 5.0 | -16.393 | 1.0 | 0.0422 | 0.64000 | 0.928000 | 0.0863 | 0.0339 | 125.995 | 5.0 | world-music |
| 113996 | 1hIz5L4IB9hN3WRYPOCGPw | Rainy Lullaby | #mindfulness - Soft Rain for Mindful Meditation, Stress Relief Relaxation Music | Water Into Light | 22 | 385000 | False | 0.174 | 0.117 | 0.0 | -18.318 | 0.0 | 0.0401 | 0.99400 | 0.976000 | 0.1050 | 0.0350 | 85.239 | 4.0 | world-music |
| 113997 | 6x8ZfSoqDjuNa5SVP5QjvX | Cesária Evora | Best Of | Miss Perfumado | 22 | 271466 | False | 0.629 | 0.329 | 0.0 | -10.895 | 0.0 | 0.0420 | 0.86700 | 0.000000 | 0.0839 | 0.7430 | 132.378 | 4.0 | world-music |
| 113998 | 2e6sXL2bYv4bSz6VTdnfLs | Michael W. Smith | Change Your World | Friends | 41 | 283893 | False | 0.587 | 0.506 | 7.0 | -10.889 | 1.0 | 0.0297 | 0.38100 | 0.000000 | 0.2700 | 0.4130 | 135.960 | 4.0 | world-music |
| 113999 | 2hETkH7cOfqmz3LqZDHZf5 | Cesária Evora | Miss Perfumado | Barbincor | 22 | 241826 | False | 0.526 | 0.487 | 1.0 | -10.204 | 0.0 | 0.0725 | 0.68100 | 0.000000 | 0.0893 | 0.7080 | 79.198 | 4.0 | world-music |
Duplicate rows
Most frequently occurring
| track_url | artists | album_name | track_name | popularity | duration_ms | explicit | danceability | energy | key | loudness | mode | speechiness | acousticness | instrumentalness | liveness | valence | tempo | time_signature | track_genre | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 35 | 0jI5ex80hYYbLQsX3G5Ze7 | Hans Zimmer;Henning Lohner;Martin Tillman;Fiachra Trench | Hans Zimmer: Epic Scores | The Well | 12 | 684626 | False | 0.235 | 0.0975 | 9.0 | -25.217 | 0.0 | 0.0345 | 0.9460 | 0.828000 | 0.1070 | 0.0361 | 145.033 | 3.0 | german | 3 |
| 136 | 2abeQBWSIzjO8J1KrPFZHy | Oleg Pogudin | Русский романс. Часть I | Забыли вы… | 0 | 190933 | False | 0.474 | 0.0538 | 7.0 | -21.541 | 0.0 | 0.0488 | 0.9120 | 0.000000 | 0.0901 | 0.2070 | 93.964 | 3.0 | romance | 3 |
| 272 | 52VSOpFbg4GBpPNNv4ulbP | Группа "Загадка" | 20 золотых дворовых песен. Разлука | В больнице больная лежала | 0 | 196280 | False | 0.363 | 0.1540 | 2.0 | -10.630 | 0.0 | 0.0319 | 0.9010 | 0.000000 | 0.1400 | 0.4110 | 143.521 | 3.0 | romance | 3 |
| 322 | 5sP7Jb0FBF2fatb1CZ3zpa | Hans Zimmer;Lisa Gerrard;Gavin Greenaway;The Lyndhurst Orchestra | Hans Zimmer: Epic Scores | The Gladiator Waltz - From "Gladiator" Soundtrack | 12 | 505200 | False | 0.339 | 0.4290 | 8.0 | -15.441 | 1.0 | 0.0472 | 0.1590 | 0.903000 | 0.1090 | 0.2380 | 171.495 | 3.0 | german | 3 |
| 353 | 6IzTjoU9t5DiBN4BmiWBB8 | Hans Zimmer;Henning Lohner;Martin Tillman;Fiachra Trench | Hans Zimmer: Epic Scores | She Never Sleeps | 24 | 137400 | False | 0.358 | 0.1360 | 2.0 | -19.801 | 1.0 | 0.0375 | 0.0019 | 0.852000 | 0.2530 | 0.0728 | 72.661 | 4.0 | german | 3 |
| 358 | 6P2z6tZi1K8pyHXV1i0DnK | Nikolay Kopylov | У камина (Старинные Русские Романсы)/ At a Fireplace | Твои глаза зеленые ( Green Eyes) | 0 | 219880 | False | 0.359 | 0.4480 | 2.0 | -7.961 | 1.0 | 0.0630 | 0.8690 | 0.000460 | 0.3170 | 0.4900 | 76.832 | 4.0 | romance | 3 |
| 0 | 00JZ83w0Qm09f4PwWj06sM | George Jones | With Love | A Good Year For The Roses | 12 | 190546 | False | 0.491 | 0.3340 | 11.0 | -9.684 | 1.0 | 0.0287 | 0.6590 | 0.000016 | 0.1160 | 0.2490 | 91.674 | 4.0 | honky-tonk | 2 |
| 1 | 02KmEChUwcjxG3G29kbLFT | Hans Zimmer;Henning Lohner;Martin Tillman;Fiachra Trench | Hans Zimmer: Epic Scores | Shelter Mountain | 16 | 250520 | False | 0.144 | 0.2620 | 9.0 | -21.228 | 1.0 | 0.0641 | 0.8760 | 0.755000 | 0.1440 | 0.0345 | 94.430 | 4.0 | german | 2 |
| 2 | 02MRylJ1WAgxzdqfNfdIsR | Oleg Pogudin | Любовь и разлука. Песни Исаака Шварца | Город пышный, город бедный | 0 | 114600 | False | 0.446 | 0.1210 | 4.0 | -12.737 | 0.0 | 0.0414 | 0.9370 | 0.000000 | 0.1250 | 0.1800 | 107.573 | 3.0 | romance | 2 |
| 3 | 03B8ZXUmuDpf59j5PIMFHq | Wolfgang Amadeus Mozart;Heinz Holliger;Academy of St. Martin in the Fields;Kenneth Sillito | Mozart - All Day Classics | Ma che vi fece... Sperai vicino, K.368: 1. Andantino | 7 | 86160 | False | 0.290 | 0.0490 | 5.0 | -24.072 | 1.0 | 0.0555 | 0.9800 | 0.753000 | 0.1080 | 0.1140 | 76.473 | 4.0 | classical | 2 |